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add ollama

This commit is contained in:
moyangzhan 2024-03-14 20:19:53 +08:00
parent 7b7e1b0ddc
commit 273dc9df8b
16 changed files with 171 additions and 31 deletions
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26
README.md
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@ -24,6 +24,7 @@
* ChatGPT 3.5
* 通义千问
* 文心一言
* ollama
* DALL-E 2
## 技术栈
@ -48,32 +49,41 @@ vue3+typescript+pnpm
### 初始化
初始化数据库
**a. 初始化数据库**
* 创建数据库aideepin
* 执行docs/create.sql
* 填充各模型的配置
openai的secretKey
```plaintext
update adi_sys_config set value = '{"secret_key":"my_openai_secret_key"}' where name = 'openai_setting';
update adi_sys_config set value = '{"secret_key":"my_openai_secret_key","models":["gpt-3.5-turbo"]}' where name = 'openai_setting';
```
灵积大模型平台的apiKey
```plaintext
update adi_sys_config set value = '{"api_key":"my_dashcope_api_key"}' where name = 'dashscope_setting';
update adi_sys_config set value = '{"api_key":"my_dashcope_api_key","models":["my model name,eg:qwen-max"]}' where name = 'dashscope_setting';
```
千帆大模型平台的配置
```plaintext
update adi_sys_config set value = '{"api_key":"my_qianfan_api_key","secret_key":"my_qianfan_secret_key"}' where name = 'qianfan_setting';
update adi_sys_config set value = '{"api_key":"my_qianfan_api_key","secret_key":"my_qianfan_secret_key","models":["my model name,eg:ERNIE-Bot"]}' where name = 'qianfan_setting';
```
* 修改配置文件
ollama的配置
* postgresql: application-[dev|prod].xml中的spring.datasource
* redis: application-[dev|prod].xml中的spring.data.redis
* mail: application.xml中的spring.mail
```
update adi_sys_config set value = '{"base_url":"my_ollama_base_url","models":["my model name,eg:tinydolphin"]}' where name = 'ollama_setting';
```
**b. 修改配置文件**
* postgresql: application-[dev|prod].xml中的spring.datasource
* redis: application-[dev|prod].xml中的spring.data.redis
* mail: application.xml中的spring.mail
### 编译及运行

1
adi-common/src/main/java/com/moyz/adi/common/cosntant/AdiConstant.java
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@ -68,6 +68,7 @@ public class AdiConstant {
public static final String OPENAI_SETTING = "openai_setting";
public static final String DASHSCOPE_SETTING = "dashscope_setting";
public static final String QIANFAN_SETTING = "qianfan_setting";
public static final String OLLAMA_SETTING = "ollama_setting";
public static final String REQUEST_TEXT_RATE_LIMIT = "request_text_rate_limit";
public static final String REQUEST_IMAGE_RATE_LIMIT = "request_image_rate_limit";
public static final String CONVERSATION_MAX_NUM = "conversation_max_num";

4
adi-common/src/main/java/com/moyz/adi/common/enums/ErrorEnum.java
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@ -31,7 +31,9 @@ public enum ErrorEnum {
B_MONTHLY_QUOTA_USED("B0007", "当月额度已经用完"),
B_LLM_NOT_SUPPORT("B0008", "LLM不支持该功能"),
B_LLM_SECRET_KEY_NOT_SET("B0009", "LLM的secret key没设置"),
B_MESSAGE_NOT_FOUND("B0008", "消息不存在");
B_MESSAGE_NOT_FOUND("B0008", "消息不存在"),
B_LLM_SERVICE_DISABLED("B0009", "LLM服务不可用"),
;
private String code;
private String info;

6
adi-common/src/main/java/com/moyz/adi/common/helper/ImageModelContext.java
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@ -35,12 +35,12 @@ public class ImageModelContext {
}
}
public static void addImageModelService(String modelName, AbstractImageModelService modelService) {
public static void addImageModelService(String modelServiceKey, AbstractImageModelService modelService) {
ImageModelInfo imageModelInfo = new ImageModelInfo();
imageModelInfo.setModelService(modelService);
imageModelInfo.setModelName(modelName);
imageModelInfo.setModelName(modelServiceKey);
imageModelInfo.setEnable(modelService.isEnabled());
NAME_TO_MODEL.put(modelName, imageModelInfo);
NAME_TO_MODEL.put(modelServiceKey, imageModelInfo);
}
public AbstractImageModelService getModelService() {

18
adi-common/src/main/java/com/moyz/adi/common/helper/LLMContext.java
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@ -1,10 +1,14 @@
package com.moyz.adi.common.helper;
import com.moyz.adi.common.interfaces.AbstractLLMService;
import com.moyz.adi.common.util.JsonUtil;
import com.moyz.adi.common.util.LocalCache;
import com.moyz.adi.common.vo.CommonAiPlatformSetting;
import com.moyz.adi.common.vo.LLMModelInfo;
import lombok.extern.slf4j.Slf4j;
import java.util.HashMap;
import java.util.LinkedHashMap;
import java.util.Map;
import static dev.langchain4j.model.openai.OpenAiModelName.GPT_3_5_TURBO;
@ -14,7 +18,7 @@ import static dev.langchain4j.model.openai.OpenAiModelName.GPT_3_5_TURBO;
*/
@Slf4j
public class LLMContext {
public static final Map<String, LLMModelInfo> NAME_TO_MODEL = new HashMap<>();
public static final Map<String, LLMModelInfo> NAME_TO_MODEL = new LinkedHashMap<>();
private AbstractLLMService llmService;
public LLMContext() {
@ -30,15 +34,21 @@ public class LLMContext {
}
}
public static void addLLMService(String modelName, AbstractLLMService llmService) {
public static void addLLMService(String llmServiceKey, AbstractLLMService llmService) {
LLMModelInfo llmModelInfo = new LLMModelInfo();
llmModelInfo.setModelName(modelName);
llmModelInfo.setModelName(llmServiceKey);
llmModelInfo.setEnable(llmService.isEnabled());
llmModelInfo.setLlmService(llmService);
NAME_TO_MODEL.put(modelName, llmModelInfo);
NAME_TO_MODEL.put(llmServiceKey, llmModelInfo);
}
public AbstractLLMService getLLMService() {
return llmService;
}
public static String[] getSupportModels(String settingName) {
String st = LocalCache.CONFIGS.get(settingName);
CommonAiPlatformSetting setting = JsonUtil.fromJson(st, CommonAiPlatformSetting.class);
return setting.getModels();
}
}

15
adi-common/src/main/java/com/moyz/adi/common/interfaces/AbstractLLMService.java
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@ -1,6 +1,6 @@
package com.moyz.adi.common.interfaces;
import com.fasterxml.jackson.databind.util.JSONPObject;
import com.moyz.adi.common.exception.BaseException;
import com.moyz.adi.common.util.JsonUtil;
import com.moyz.adi.common.util.LocalCache;
import com.moyz.adi.common.vo.AnswerMeta;
@ -20,10 +20,10 @@ import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
import java.io.IOException;
import java.net.Proxy;
import java.util.HashMap;
import java.util.Map;
import java.util.UUID;
import static com.moyz.adi.common.enums.ErrorEnum.B_LLM_SERVICE_DISABLED;
@Slf4j
public abstract class AbstractLLMService<T> {
@ -73,11 +73,18 @@ public abstract class AbstractLLMService<T> {
protected abstract String parseError(Object error);
public Response<AiMessage> chat(ChatMessage chatMessage) {
if(!isEnabled()){
log.error("llm service is disabled");
throw new BaseException(B_LLM_SERVICE_DISABLED);
}
return getChatLLM().generate(chatMessage);
}
public void sseChat(SseAskParams params, TriConsumer<String, PromptMeta, AnswerMeta> consumer) {
if(!isEnabled()){
log.error("llm service is disabled");
throw new BaseException(B_LLM_SERVICE_DISABLED);
}
//create chat assistant
AiServices<IChatAssistant> serviceBuilder = AiServices.builder(IChatAssistant.class)
.streamingChatLanguageModel(getStreamingChatLLM());

44
adi-common/src/main/java/com/moyz/adi/common/service/Initializer.java
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@ -1,17 +1,19 @@
package com.moyz.adi.common.service;
import com.moyz.adi.common.cosntant.AdiConstant;
import com.moyz.adi.common.helper.ImageModelContext;
import com.moyz.adi.common.helper.LLMContext;
import dev.langchain4j.model.dashscope.QwenModelName;
import dev.langchain4j.model.openai.OpenAiModelName;
import jakarta.annotation.PostConstruct;
import jakarta.annotation.Resource;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.stereotype.Service;
import java.net.InetSocketAddress;
import java.net.Proxy;
@Slf4j
@Service
public class Initializer {
@ -38,9 +40,43 @@ public class Initializer {
if (proxyEnable) {
proxy = new Proxy(Proxy.Type.HTTP, new InetSocketAddress(proxyHost, proxyHttpPort));
}
LLMContext.addLLMService(OpenAiModelName.GPT_3_5_TURBO, new OpenAiLLMService(OpenAiModelName.GPT_3_5_TURBO, proxy));
LLMContext.addLLMService(QwenModelName.QWEN_MAX, new DashScopeLLMService(QwenModelName.QWEN_MAX));
LLMContext.addLLMService("ERNIE-Bot", new QianFanLLMService("ERNIE-Bot"));
//openai
String[] openaiModels = LLMContext.getSupportModels(AdiConstant.SysConfigKey.OPENAI_SETTING);
if(openaiModels.length == 0){
log.warn("openai service is disabled");
}
for (String model : openaiModels) {
LLMContext.addLLMService(model, new OpenAiLLMService(model, proxy));
}
//dashscope
String[] dashscopeModels = LLMContext.getSupportModels(AdiConstant.SysConfigKey.DASHSCOPE_SETTING);
if(dashscopeModels.length == 0){
log.warn("dashscope service is disabled");
}
for (String model : dashscopeModels) {
LLMContext.addLLMService(model, new DashScopeLLMService(model));
}
//qianfan
String[] qianfanModels = LLMContext.getSupportModels(AdiConstant.SysConfigKey.QIANFAN_SETTING);
if(qianfanModels.length == 0){
log.warn("qianfan service is disabled");
}
for (String model : qianfanModels) {
LLMContext.addLLMService(model, new QianFanLLMService(model));
}
//ollama
String[] ollamaModels = LLMContext.getSupportModels(AdiConstant.SysConfigKey.OLLAMA_SETTING);
if(ollamaModels.length == 0){
log.warn("ollama service is disabled");
}
for (String model : ollamaModels) {
LLMContext.addLLMService("ollama:" + model, new OllamaLLMService(model));
}
ImageModelContext.addImageModelService(OpenAiModelName.DALL_E_2, new OpenAiImageModelService(OpenAiModelName.DALL_E_2, proxy));

46
adi-common/src/main/java/com/moyz/adi/common/service/OllamaLLMService.java Normal file
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@ -0,0 +1,46 @@
package com.moyz.adi.common.service;
import com.moyz.adi.common.interfaces.AbstractLLMService;
import com.moyz.adi.common.vo.OllamaSetting;
import dev.langchain4j.model.chat.ChatLanguageModel;
import dev.langchain4j.model.chat.StreamingChatLanguageModel;
import dev.langchain4j.model.ollama.OllamaChatModel;
import dev.langchain4j.model.ollama.OllamaStreamingChatModel;
import org.apache.commons.lang3.StringUtils;
import org.springframework.stereotype.Service;
import static com.moyz.adi.common.cosntant.AdiConstant.SysConfigKey.OLLAMA_SETTING;
public class OllamaLLMService extends AbstractLLMService<OllamaSetting> {
public OllamaLLMService(String modelName) {
super(modelName, OLLAMA_SETTING, OllamaSetting.class, null);
}
@Override
public boolean isEnabled() {
return StringUtils.isNotBlank(setting.getBaseUrl());
}
@Override
protected ChatLanguageModel buildChatLLM() {
return OllamaChatModel.builder()
.baseUrl(setting.getBaseUrl())
.modelName(modelName)
.temperature(0.0)
.build();
}
@Override
protected StreamingChatLanguageModel buildStreamingChatLLM() {
return OllamaStreamingChatModel.builder()
.baseUrl(setting.getBaseUrl())
.modelName(modelName)
.build();
}
@Override
protected String parseError(Object error) {
return null;
}
}

2
adi-common/src/main/java/com/moyz/adi/common/util/JsonUtil.java
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@ -5,6 +5,7 @@ import com.fasterxml.jackson.core.JsonGenerationException;
import com.fasterxml.jackson.core.JsonGenerator;
import com.fasterxml.jackson.core.JsonParseException;
import com.fasterxml.jackson.core.JsonParser;
import com.fasterxml.jackson.databind.DeserializationFeature;
import com.fasterxml.jackson.databind.JsonMappingException;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.SerializationFeature;
@ -26,6 +27,7 @@ public class JsonUtil {
static {
objectMapper.setSerializationInclusion(JsonInclude.Include.NON_NULL);
objectMapper.configure(SerializationFeature.INDENT_OUTPUT, Boolean.FALSE);
objectMapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
objectMapper.registerModules(LocalDateTimeUtil.getSimpleModule(), new JavaTimeModule(), new Jdk8Module());
}

8
adi-common/src/main/java/com/moyz/adi/common/vo/CommonAiPlatformSetting.java Normal file
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@ -0,0 +1,8 @@
package com.moyz.adi.common.vo;
import lombok.Data;
@Data
public class CommonAiPlatformSetting {
private String[] models;
}

2
adi-common/src/main/java/com/moyz/adi/common/vo/DashScopeSetting.java
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@ -4,7 +4,7 @@ import com.fasterxml.jackson.annotation.JsonProperty;
import lombok.Data;
@Data
public class DashScopeSetting {
public class DashScopeSetting extends CommonAiPlatformSetting{
@JsonProperty("api_key")
private String apiKey;

11
adi-common/src/main/java/com/moyz/adi/common/vo/OllamaSetting.java Normal file
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@ -0,0 +1,11 @@
package com.moyz.adi.common.vo;
import com.fasterxml.jackson.annotation.JsonProperty;
import lombok.Data;
@Data
public class OllamaSetting extends CommonAiPlatformSetting {
@JsonProperty("base_url")
private String baseUrl;
}

2
adi-common/src/main/java/com/moyz/adi/common/vo/OpenAiSetting.java
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@ -4,7 +4,7 @@ import com.fasterxml.jackson.annotation.JsonProperty;
import lombok.Data;
@Data
public class OpenAiSetting {
public class OpenAiSetting extends CommonAiPlatformSetting {
@JsonProperty("secret_key")
private String secretKey;

2
adi-common/src/main/java/com/moyz/adi/common/vo/QianFanSetting.java
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@ -4,7 +4,7 @@ import com.fasterxml.jackson.annotation.JsonProperty;
import lombok.Data;
@Data
public class QianFanSetting {
public class QianFanSetting extends CommonAiPlatformSetting {
@JsonProperty("api_key")
private String apiKey;

8
docs/create.sql
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@ -382,11 +382,13 @@ CREATE TRIGGER trigger_user_day_cost_update_time
EXECUTE PROCEDURE update_modified_column();
INSERT INTO adi_sys_config (name, value)
VALUES ('openai_setting', '{"secret_key":""}');
VALUES ('openai_setting', '{"secret_key":"","models":[]}');
INSERT INTO adi_sys_config (name, value)
VALUES ('dashscope_setting', '{"api_key":""}');
VALUES ('dashscope_setting', '{"api_key":"","models":[]}');
INSERT INTO adi_sys_config (name, value)
VALUES ('qianfan_setting', '{"api_key":"","secret_key":""}');
VALUES ('qianfan_setting', '{"api_key":"","secret_key":"","models":[]}');
INSERT INTO adi_sys_config (name, value)
VALUES ('ollama_setting', '{"base_url":"","models":[]}');
INSERT INTO adi_sys_config (name, value)
VALUES ('request_text_rate_limit', '{"times":24,"minutes":3}');
INSERT INTO adi_sys_config (name, value)

7
pom.xml
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@ -25,7 +25,7 @@
<maven.compiler.source>17</maven.compiler.source>
<maven.compiler.target>17</maven.compiler.target>
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
<langchain4j.version>0.27.1</langchain4j.version>
<langchain4j.version>0.28.0</langchain4j.version>
</properties>
<dependencies>
<dependency>
@ -170,6 +170,11 @@
<artifactId>langchain4j-qianfan</artifactId>
<version>${langchain4j.version}</version>
</dependency>
<dependency>
<groupId>dev.langchain4j</groupId>
<artifactId>langchain4j-ollama</artifactId>
<version>${langchain4j.version}</version>
</dependency>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-test</artifactId>